A Biterm Topic Model for Sparse Mutation Data

por Sason, Itay, Chen, Yuexi, Leiserson, Mark D. M., Sharan, Roded
Publicado 2023

A mixture model for signature discovery from sparse mutation data

por Sason, Itay, Chen, Yuexi, Leiserson, Mark D.M., Sharan, Roded
Publicado 2021

A Sticky Multinomial Mixture Model of Strand-Coordinated Mutational Processes in Cancer

por Sason, Itay, Wojtowicz, Damian, Robinson, Welles, Leiserson, Mark D.M., Przytycka, Teresa M., Sharan, Roded
Publicado 2020

Hidden Markov models lead to higher resolution maps of mutation signature activity in cancer

por Wojtowicz, Damian, Sason, Itay, Huang, Xiaoqing, Kim, Yoo-Ah, Leiserson, Mark D. M., Przytycka, Teresa M., Sharan, Roded
Publicado 2019

Network-based approaches elucidate differences within APOBEC and clock-like signatures in breast cancer

por Kim, Yoo-Ah, Wojtowicz, Damian, Sarto Basso, Rebecca, Sason, Itay, Robinson, Welles, Hochbaum, Dorit S., Leiserson, Mark D. M., Sharan, Roded, Vadin, Fabio, Przytycka, Teresa M.
Publicado 2020